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Update app.py
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app.py
CHANGED
@@ -7,6 +7,7 @@ from crewai_tools import PDFSearchTool, FileReadTool, DOCXSearchTool, CSVSearchT
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from langchain_google_genai import ChatGoogleGenerativeAI
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from langchain.agents.agent_types import AgentType
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from langchain_experimental.agents.agent_toolkits import create_csv_agent
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# API keys-----------------move them to ENV
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os.environ["OPENAI_API_KEY"] = "NA"
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@@ -90,8 +91,9 @@ class tools:
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class AgentLoader:
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ChatGoogleGenerativeAI(temperature=0.6, model="gemini-1.5-flash-latest"),
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path,
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verbose=True,
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@@ -171,7 +173,7 @@ def getTasks(query, agent, exp):
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return [task_read, task_write]
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# Gradio interface function
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def process_file(file, query, expected_output):
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path = file.name
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if path.endswith(".pdf"):
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@@ -181,8 +183,8 @@ def process_file(file, query, expected_output):
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elif path.endswith(".json") or path.endswith(".txt"):
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agent = AgentLoader.fileReaderAgent(path)
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elif path.endswith(".csv"):
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agent = AgentLoader.csvReaderAgent(path)
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else:
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return 'File NOT supported'
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@@ -199,7 +201,7 @@ def process_file(file, query, expected_output):
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# Create the Gradio interface
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interface = gr.Interface(
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fn=process_file,
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inputs=[
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gr.File(label="Upload File"),
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gr.Textbox(label="Query"),
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from langchain_google_genai import ChatGoogleGenerativeAI
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from langchain.agents.agent_types import AgentType
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from langchain_experimental.agents.agent_toolkits import create_csv_agent
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import asyncio
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# API keys-----------------move them to ENV
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os.environ["OPENAI_API_KEY"] = "NA"
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class AgentLoader:
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@staticmethod
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async def csvReaderAgent(path):
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agent = await create_csv_agent(
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ChatGoogleGenerativeAI(temperature=0.6, model="gemini-1.5-flash-latest"),
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path,
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verbose=True,
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return [task_read, task_write]
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# Gradio interface function
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async def process_file(file, query, expected_output):
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path = file.name
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if path.endswith(".pdf"):
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elif path.endswith(".json") or path.endswith(".txt"):
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agent = AgentLoader.fileReaderAgent(path)
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elif path.endswith(".csv"):
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agent = await AgentLoader.csvReaderAgent(path)
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results = agent.run(query)
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else:
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return 'File NOT supported'
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# Create the Gradio interface
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interface = gr.Interface(
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fn=lambda file, query, expected_output: asyncio.run(process_file(file, query, expected_output)),
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inputs=[
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gr.File(label="Upload File"),
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gr.Textbox(label="Query"),
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